Pith Number

pith:43E4EYIX

pith:2022:43E4EYIXHJ2UCQC45WMWX2SKBS

not attested not anchored not stored refs pending

A DeepParticle method for learning and generating aggregation patterns in multi-dimensional Keller-Segel chemotaxis systems

Jack Xin, Zhiwen Zhang, Zhongjian Wang

arxiv:2209.00109 v2 · 2022-08-31 · physics.comp-ph · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{43E4EYIXHJ2UCQC45WMWX2SKBS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Random Batch Method with Momentum Correction

Receipt and verification

First computed	2026-07-05T07:38:24.738294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6c9c261173a7541405ced996bea4a0c84f61dc921748f9a446cdbbb4c8158d7

Aliases

arxiv: 2209.00109 · arxiv_version: 2209.00109v2 · doi: 10.48550/arxiv.2209.00109 · pith_short_12: 43E4EYIXHJ2U · pith_short_16: 43E4EYIXHJ2UCQC4 · pith_short_8: 43E4EYIX

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/43E4EYIXHJ2UCQC45WMWX2SKBS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e6c9c261173a7541405ced996bea4a0c84f61dc921748f9a446cdbbb4c8158d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27021ea5923b8fd8f4341431ebe622b2ec7edcc3017ca1027f23b6014e3cf382",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2022-08-31T20:52:01Z",
    "title_canon_sha256": "9ff6783810585532cae9d2c57ef3bfbebcda5cba5a1cf19d1c7c6660ae317572"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00109",
    "kind": "arxiv",
    "version": 2
  }
}